Which is the most efficient way to iterate through a list in python?
for item in list:
its obviously the one with fewer function calls.
If you want to get the index of items as you go use enumerate like this
for pos, item in enumerate(collection):
def loop_1(data):
for i in range(len(data)):
print(data[i])
def looper_2(data):
for val in data:
print(val)
Checking with dis gives us the following bytecode for loop_1:
12 0 SETUP_LOOP 40 (to 43)
3 LOAD_GLOBAL 0 (range)
6 LOAD_GLOBAL 1 (len)
9 LOAD_FAST 0 (data)
12 CALL_FUNCTION 1
15 CALL_FUNCTION 1
18 GET_ITER
>> 19 FOR_ITER 20 (to 42)
22 STORE_FAST 1 (i)
13 25 LOAD_GLOBAL 2 (print)
28 LOAD_FAST 0 (data)
31 LOAD_FAST 1 (i)
34 BINARY_SUBSCR
35 CALL_FUNCTION 1
38 POP_TOP
39 JUMP_ABSOLUTE 19
>> 42 POP_BLOCK
>> 43 LOAD_CONST 0 (None)
46 RETURN_VALUE
The bytecode for loop_2 looks like this:
17 0 SETUP_LOOP 24 (to 27)
3 LOAD_FAST 0 (data)
6 GET_ITER
>> 7 FOR_ITER 16 (to 26)
10 STORE_FAST 1 (val)
18 13 LOAD_GLOBAL 0 (print)
16 LOAD_FAST 1 (val)
19 CALL_FUNCTION 1
22 POP_TOP
23 JUMP_ABSOLUTE 7
>> 26 POP_BLOCK
>> 27 LOAD_CONST 0 (None)
30 RETURN_VALUE
The second version is obviously better.